The meeting, which took place at the Hernando Siles stadium, ended with a score of 1: 1.
For the Colombians, Roher Martinez scored, Fernando Saucedo answered for the hosts.
Colombia has nine points after seven games and is fourth in the South American qualifier.
The Bolivians have six points and eighth position.
Previously, Italy drew with Bulgaria in the qualifying for the 2022 World Cup.